Master the math needed to excel in data science, machine learning, and statistics. In this book author Thomas Nield guides you through areas like calculus, probability, linear algebra, and statistics and how they apply to techniques like linear regression, logistic regression, and neural networks. Along the way you'll also gain practical insights into the state of data science and how to use those insights to maximize your career.Learn how to:Use Python code and libra...

Frischen Sie Ihre Mathematik-Kenntnisse für Datenanalysen, Machine Learning und Neuronale Netze auf!Dieses Buch richtet sich an angehende und fortgeschrittene Data Scientists sowie Programmierer*innen, die sich die mathematischen Grundlagen der Data Science aneignen wollenBesonders gut nachvollziehbar durch minimale mathematische Fachterminologie, praxisnahe Beispiele und zahlreiche AbbildungenMit Übungen und Lösungen, um das Gelernte zu vertiefen

Businesses are gathering data today at exponential rates and yet few people know how to access it meaningfully. If you’re a business or IT professional, this short hands-on guide teaches you how to pull and transform data with SQL in significant ways. You will quickly master the fundamentals of SQL and learn how to create your own databases.Author Thomas Nield provides exercises throughout the book to help you practice your newfound SQL skills at home, without having to use a datab...

Reactive Programming with Java and ReactiveXKey Features\[\*\]Explore the essential tools and operators RxJava provides, and know which situations to use them in\[\*\]Delve into Observables and Subscribers, the core components of RxJava used for building scalable and performant reactive applications\[\*\]Delve into the practical implementation of tools to effectively take on complex tasks such as concurrency and backpressureBook D...

Updated with the latest Maven coordinates, Java programming features, and API changes, this book is your guide to solving problems in writing asynchronous and event-based programsKey FeaturesExplore a variety of tools and techniques used to solve problems in implementing concurrency and parallelizationLearn about core operators in RxJava that enable you to express your code logic productivelyApply RxJava with Kotlin to create responsive Android...

Master probability, distributions, and hypothesis testing--and actually enjoy it! Author Thomas Nield delivers explanations, clever graphics, and everyday examples that make statistics approachable, memorable, and fun. Everything you need to know about statistics—skillfully illustrated and carefully explained.In the real world, most decisions involve uncertainty. Statistical analysis reduces uncertainty by interpreting data, from setting product demand forecasts to...